Model reduction for the material point method via an implicit neural representation of the deformation map

Peter Yichen Chen, Maurizio M. Chiaramonte, Eitan Grinspun +1

This work proposes a model-reduction approach for the material point method on nonlinear manifolds. Our technique approximates the $\text{kinematics}$ by approximating the deform…